Data Streams Models and Algorithms

Front Matter
An Introduction to Data Streams
On Clustering Massive Data Streams: A Summarization Paradigm
A Survey of Classification Methods in Data Streams
Frequent Pattern Mining in Data Streams
A Survey of Change Diagnosis Algorithms in Evolving Data Streams
Multi-Dimensional Analysis of Data Streams Using Stream Cubes
Load Shedding in Data Stream Systems
The Sliding-Window Computation Model and Results
A Survey of Synopsis Construction in Data Streams
A Survey of Join Processing in Data Streams
Indexing and Querying Data Streams
Dimensionality Reduction and Forecasting on Streams
A Survey of Distributed Mining of Data Streams
Algorithms for Distributed Data Stream Mining
A Survey of Stream Processing Problems and Techniques in Sensor Networks
Back Matter